nadinejackson1

100DaysofML

100 Days of Machine Learning Challenge

air-pollution-prediction-using-lstm

This project aims to predict air pollution levels using Long Short-Term Memory (LSTM) networks.

carbon-footprint-estimator

Web app that calculates carbon footprint of various activities. Built using Python, Flask, HTML, CSS, and JavaScript.

fault-detection-system

This repository contains the implementation of a fault detection system that detects and eliminates faulty products based on shape and color using a Convolutional Neural Network (CNN).

newyou.ai

newyou.ai is an AI-powered chatbot built on Voiceflow, leveraging ChatGPT-4 for natural language understanding and response generation. It helps users set, track, and achieve their personal goals through seamless integration with WhatsApp.

poverty-rate-time-series-forecasting

Time series data analysis, decomposition, and forecasting using Python libraries to forecast future values of poverty rates across various countries.

RoadSavior

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

satellite-image-classification-deforestation-pollution

Satellite image classifier that identifies signs of deforestation and pollution using transfer learning with a pre-trained ResNet50 Convolutional Neural Network (CNN) model.

transportation-safety-environmental-protection

🚂💭 Analyzing data on train derailments in the context of transportation safety and environmental protection🚂💭

word-embeddings-visualization

Visualizing word embeddings generated by GloVe and Word2Vec models using the t-SNE algorithm

nadinejackson1/satellite-image-classification-deforestation-pollution

Satellite image classifier that identifies signs of deforestation and pollution using transfer learning with a pre-trained ResNet50 Convolutional Neural Network (CNN) model.

nadinejackson1/100DaysofML

100 Days of Machine Learning Challenge

nadinejackson1/newyou.ai

newyou.ai is an AI-powered chatbot built on Voiceflow, leveraging ChatGPT-4 for natural language understanding and response generation. It helps users set, track, and achieve their personal goals through seamless integration with WhatsApp.

nadinejackson1/word-embeddings-visualization

Visualizing word embeddings generated by GloVe and Word2Vec models using the t-SNE algorithm

nadinejackson1/fault-detection-system

This repository contains the implementation of a fault detection system that detects and eliminates faulty products based on shape and color using a Convolutional Neural Network (CNN).

nadinejackson1/air-pollution-prediction-using-lstm

This project aims to predict air pollution levels using Long Short-Term Memory (LSTM) networks.

nadinejackson1/nlp-tokenization-stemming

Preprocess a sample text by performing word and sentence tokenization, stopword removal, and stemming

nadinejackson1/python-linear-regression-gradient-descent

Implementation of the gradient descent algorithm for linear regression problem

nadinejackson1/build-classifier-using-cnn

Build classifier using convolutional neural networks with the full Cats v. Dogs dataset w/25k images

nadinejackson1/carbon-footprint-estimator

Web app that calculates carbon footprint of various activities. Built using Python, Flask, HTML, CSS, and JavaScript.

nadinejackson1/cnn-tensorflow-keras

This project explores Convolutional Neural Networks (CNNs) for image recognition tasks. Implement a CNN classifier using TensorFlow and Keras, and apply it to the CIFAR-10 dataset.

nadinejackson1/corruption-text-generation

Generate text related to corruption using a Recurrent Neural Network (RNN) based on the Corruption Perceptions Index (CPI) timeseries data from 2012 to 2021.

nadinejackson1/decision-trees-random-forests-iris

Implement a decision tree classifier and a random forest classifier on the Iris dataset, visualized results with sklearn's plot_tree function.

nadinejackson1/GAN-synthetic-data-generation

Use a Generative Adversarial Network (GAN) to generate synthetic data resembling a given real dataset.

nadinejackson1/hangman

simple hangman game created using python & ascii art

nadinejackson1/nadinejackson1

My personal repository

nadinejackson1/pima-diabetes-neural-network-tensorflow-keras

Implement a feedforward neural network for Pima Indians onset of diabetes dataset using TensorFlow & Keras

nadinejackson1/poverty-rate-time-series-forecasting

Time series data analysis, decomposition, and forecasting using Python libraries to forecast future values of poverty rates across various countries.

nadinejackson1/python-tip-calculator

A simple tip calculator using Python

nadinejackson1/rnn-text-generation-tensorflow-keras

Implement RNN for text generation using TensorFlow and Keras.

nadinejackson1/sentiment-analysis-ukraine

Analyze the sentiment of 10,000 tweets related to the keyword "Ukraine."

nadinejackson1/support-vector-machines

Implemented SVM classifier, visualized decision boundary, performed a unit test to verify functionality

nadinejackson1/text-classification-naive-bayes

Implement a Naive Bayes algorithm for text classification using Python and scikit-learn.

nadinejackson1/text-preprocessing-pipeline

Basic text preprocessing pipeline, which includes tokenization, stemming, and stopword removal

nadinejackson1/titanic-data-preprocessing-feature-engineering

Data preprocessing and feature engineering using Titanic Dataset.

nadinejackson1/autoencoders

nadinejackson1/blindness-detection

nadinejackson1/face-mask-detector

The face mask detector is built using a convolutional neural network (CNN) to classify images of people as wearing masks or not wearing masks.

nadinejackson1/facial-emotion-detector

Model built using Python, Tensorflow, and Keras, that can accurately predict the emotion on a human face in an image.

nadinejackson1/reinforcement-learning-poverty-alleviation

Implement a Q-learning algorithm to optimize resource allocation for poverty alleviation programs.